00:00:32 AI的“求生欲”：当代码开始为“活下去”而战

00:05:05 预测未来：一条你没想过的新路径

00:10:26 一张图纸值多少钱？AI现在几秒就算清

00:15:17 挑西瓜的智慧：如何在大模型时代做对选择？

00:21:40 如何给AI装上一个“品味引擎”？

本期介绍的五篇论文：

[LG] Do Large Language Model Agents Exhibit a Survival Instinct? An Empirical Study in a Sugarscape-Style Simulation  

[The University of Tokyo]  

https://arxiv.org/abs/2508.12920  

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[LG] Universal Learning of Nonlinear Dynamics  

[New York University & Princeton University]  

https://arxiv.org/abs/2508.11990  

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[LG] Machine Learning-Based Manufacturing Cost Prediction from 2D Engineering Drawings via Geometric Features  

[Boğaziçi University & ArtificaX Technologies & Teknorot Automative Products Inc]  

https://arxiv.org/abs/2508.12440  

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[CL] Signal and Noise: A Framework for Reducing Uncertainty in Language Model Evaluation  

[Allen Institute for Artificial Intelligence]  

https://arxiv.org/abs/2508.13144  

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[LG] Reinforcement Learning with Rubric Anchors  

[Inclusion AI]  

https://arxiv.org/abs/2508.12790